Effectively assimilate satellite land surface temperature into offline land surface models within ensemble-based assimilation frameworks
Data sets
Results from 'Effectively Assimilate Satellite Land Surface Temperature into Offline Land Surface Models within Ensemble-based Assimilation Frameworks' https://doi.org/10.5281/zenodo.22721603
Near surface meteorological variables from 1979 to present derived from bias-corrected reanalysis https://doi.org/10.24381/cds.20d54e34
Land Surface Temperature from MODIS (Moderate resolution Infra-red Spectroradiometer) on Terra, level 3 collated (L3C) global product (2000–2018) https://doi.org/10.5285/58a01734f841466daa1837353aee5ff8
ERA5-Land hourly data from 1950 to present, Copernicus Climate Change Service https://doi.org/10.24381/cds.e2161bac
MERRA-2 2d,1-Hourly,Time-Averaged,SingleLevel,Assimilation,Land Surface Diagnostics V5.12.4 https://doi.org/10.5067/RKPHT8KC1Y1T
GLDAS Noah Land Surface Model L4 3-hourly 0.25×0.25 degree V2.1 https://doi.org/10.5067/E7TYRXPJKWOQ
Results from “Effectively Assimilate Satel- lite Land Surface Temperature into Offline Land Surface Models within Ensemble-based Assimilation Frameworks” https://doi.org/10.5281/zenodo.17284395
Model code and software
Source code of the Common Land Model (CoLM), MPI version 2010 https://doi.org/10.5281/zenodo.18649912
LETKF-CoLM for Effectively Assimilate Satellite Land Surface Temperature into Offline Land Surface Models within Ensemble-based Assimilation Frameworks https://doi.org/10.5281/zenodo.18649772